{"title":"Methodological considerations for validating a machine learning model predicting recurrence after ESD in superficial esophageal cancer.","authors":"Dandan Song, Shufu Hou, Jing Gao","doi":"10.1080/07853890.2026.2634569","DOIUrl":null,"url":null,"abstract":"","PeriodicalId":93874,"journal":{"name":"Annals of medicine","volume":"58 1","pages":"2634569"},"PeriodicalIF":4.3000,"publicationDate":"2026-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12943806/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Annals of medicine","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/07853890.2026.2634569","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/2/25 0:00:00","PubModel":"Epub","JCR":"","JCRName":"","Score":null,"Total":0}